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International Journal of Power Electronics and Drive System (IJPEDS)
Vol. 10, No. 2, June 2019, pp. 1059~1063
ISSN: 2088-8694, DOI: 10.11591/ijpeds.v10.i2.pp1059-1063  1059
Journal homepage: http://iaescore.com/journals/index.php/IJPEDS
Improving CCT-D and LO of the 6600K ICP-WLEDs by
K2SiF6:Mn4+
phosphor
Phu Tran Tin1
, Le Anh Vu2
, Minh Tran3
, Nguyen Huu Khanh Nhan4
, Tran Thanh Trang5
1 Faculty of Electronics Technology, Industrial University of Ho Chi Minh City, Vietnam
2,3,4 Optoelectronics Research Group, Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho
Chi Minh City, Vietnam
5 Faculty of Engineering and Technology, Van Hien University, 665-667-669 Dien Bien Phu, Ho Chi Minh City,
Vietnam
Article Info ABSTRACT
Article history:
Received Oct 24, 2018
Revised Dec 15, 2018
Accepted Jan 22, 2019
In this research, we propose a novel recommendation for improving CCT-D
and lumen output (LO) of the 6600K in-cup packaging white LEDs (ICP-
WLEDs) by varying its particle concentration. By using Light Tools and Mat
lab software based on the Mie Theory, we derive the influence of the red
phosphor particle’s concentration on the D-CCT and LO. The results show
that the CCT-D are significantly affected when the concentration of the red
phosphor varying from 0% to 1.8%. The CCT-D decreases from 4000K to
2200K and LO increases from 800 lm to 1300 lm.
Keywords:
D-CCT
IPC-WLEDs
LO
Red K2SiF6:Mn4+
phosphor
Copyright © 2019 Institute of Advanced Engineering and Science.
All rights reserved.
Corresponding Author:
Le Anh Vu,
Optoelectronics Research Group,
Faculty of Electrical and Electronics Engineering,
Ton Duc Thang University, Ho Chi Minh City, Vietnam
Email: leanhvu@tdtu.edu.vn
1. INTRODUCTION
From the first invented light emitting diodes (LEDs) by H. J. Round in 1907, LEDs is considered as
the future lighting generation. After Nick Holonyak invented the LEDs in 1962, LEDs was focused more and
more attention by the researchers around the world. LEDs with high brightness and blue light was proposed
in 1995, which made it possible to use LEDs for general lighting in industrial and civil purpose. Nowadays,
LEDs is considered as the fourth lighting generation technology in competition with the traditional
incandescent and (compact) fluorescent lamps and can be replaced with the old ones in our time because they
have excellent advantages such as low electric consumption, high brightness, long lifetime, small size,
robustness, fast switching, and environment-friendly characters [1-4]. From many types of research in this
field, we can see that material and packaging is the leading research direction on improving the optical
performance of the LEDs [5-7]. Authors in [8] stated that not only method packaging but also concentration,
size, and thickness of the phosphor layer is the main effect factor on the luminous efficacy and color qualities
of the white LEDs. Such as, [9] considered the effects of phosphor thickness and concentration on LEDs
luminous flux and correlated color temperature by the experimental method. In [10], the effect of phosphor
location on the spatial color distribution was demonstrated. In this trend, authors in [11-12] investigated the
effect of the red-emitting phosphor on the lighting performance and optical properties of the white LEDs. For
extending the research in [13], this paper investigated the influence of the red phosphor concentration on the
color correlated temperature deviation (CCT-D) and lumen output (LO) of the white LEDs.
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 2, June 2019 : 1059 – 1063
1060
As rare-earth-free alternatives, the manganese-based phosphors K2SiF6:Mn4+ has d-d transitions,
which are partially spin-allowed for Mn4+. Upon incorporation in the host compound, Mn4+ is the preferred
valence state for LED applications, due to better excitation properties and narrower emission bands. In
K2SiF6:Mn4+, the Intra configurational 3d3 transitions of the Mn4+ ion are responsible for the
luminescence, yielding narrow line emission. Furthermore, K2SiF6:Mn4+ has the relatively high values of
the color quality scale (CQS), color purity and absorption strength. The specific red line emission is seen in
K2SiF6:Mn4+ around 630 nm is caused by 3d3–3d3 transitions in Mn4+.The 3d3 electron configuration of
Mn4+ results in 120 possible distributions of the three electrons over the ten available single-particle states of
the 3d shell. The electronic Coulomb repulsion gives rise to a splitting of the 120-fold degenerate
configuration in eight LS terms that can be found for the free Mn4+ ion, the magnitude of this splitting is
characterized by the Racah parameters B and C [13-14]. This red phosphor can be considered as the
prospective candidate for improving color quality of the white LEDs.
In this research, the red-emitting K2SiF6:Mn4+ conversion phosphor is considered as a novel
recommendation for increasing the CCT-D and LO of the 6600K in-cup packaging white LEDs (ICP-
WLEDs). The effect of the red-emitting K2SiF6:Mn4+ conversion phosphor is investigated based on Mie
Theory with helping of the Mat Lab and Light Tools software. The research results show that the CCT
deviation (CCT-D), lumen output (LO) has been remarkably affected while the concentration of the red-
emitting K2SiF6:Mn4+ conversion phosphor’s particle varies. Finally, the red-emitting K2SiF6:Mn4+
conversion phosphor can be considered as a novel recommendation for WLEDs manufacturing. The main
contributions of this manuscript can be summarized as the followings:
a. The physical model and mathematical description of the ICP-WLEDs is conducted and formulated by
Mat Lab and Light Tools software based on Mie Theory.
b. The scattering process in the phosphor layer of the ICP-WLEDs is investigated.
c. The CCT-D and LO are analyzed and discussed in connection with varying the concentration of the red
phosphor particles.
2. RESEARCH METHOD
In this research, we use the real model of WLEDs as shown in Figure 1(a) for simulating the
physical model of ICP-WLEDs as shown in Figure 1(b). In this simulation model, we set the main
parameters of the 6600K CP-WLEDs as;
a. The depth, the inner and outer radius of the reflector to 2.07 mm, 8 mm and 9.85 mm, respectively.
b. LEDs chips are covered with a fixed thickness of 0.08 mm and 2.07 mm.
c. Each blue chip has a dimension of 1.14 mm by 0.15mm, the radiant flux of 1.16 W, and the peak
wavelength of 453 nm as shown in Figure 1(b) [11-13].
(a) (b)
Figure 1. (a) The WLEDs product of the Siliconware Precision Industries Co., Ltd.,Taiwan,
(b) ICP-WLEDs
For demonstrating the influence of the red phosphor’s concentration on the CCT-D and LO, we can simulate
the scattering and reduced scattering processes inside the phosphor layer of the 6600K ICP-WLEDs based on
the Mie-scattering [15-20]. The below expressions can compute the scattering coefficient μsca(λ) (mm-1),
and reduced scattering coefficient δsca(λ) (mm-1).
Int J Pow Elec & Dri Syst ISSN: 2088-8694 
Improving CCT-D and LO of the 6600K ICP-WLEDs by K2SiF6:Mn4+ phosphor (Phu Tran Tin)
1061
( ) ( ) ( , )
sca sca
N r C r dr
  
  (1)
(1 )
sca sca g
 
  (2)
In these equations, N(r) indicates the distribution density of diffusional particles (mm3
). Csca is the
scattering cross sections (mm2
), λ is the light wavelength (nm), r is the radius of diffusional particles (µm),.
Moreover, N(r) can be calculated by:
( ) ( ) ( ) .[ ( ) ( )]
dif phos N dif phos
N r N r N r K f r f r
    (3)
N(r) is composed of the diffusive particle number density Ndif(r) and the phosphor particle number
density Nphos(r). In these equations, fdif(r) and fphos(r) are the size distribution function data of the diffusor and
phosphor particle. Here KN is the number of the unit diffusor for one diffuser concentration and can be
calculated by the following equation:
( )
N
c K M r dr
  (4)
Where M(r) is the mass distribution of the unit diffuser and can be proposed by the below equation:
3
4
( ) [ ( ) ( )]
3
dif dif phos phos
M r r f r f r
  
  (5)
Here ρdiff(r) and ρphos(r) are the density of diffuser and phosphor crystal.
3. RESULTS AND DISCUSSION
In this section, the influence of the red phosphor particles’ concentration on the scattering process
inner the phosphor layer of the 6600K ICP-WLEDs is investigated using Mat Lab software in the first stage.
After that, the CCT-D and LO of the 6600K ICP-WLEDs are analyzed and discussed in connection with
varying the concentration of the red phosphor from 0% to 1.8%. The scattering and reduced scattering
processes inner phosphor layer are drawn in Figure 2 and 3. Figure 2 indicates that the scattering coefficient
of 453 nm, 55nm, and 680 nm significantly increase while the concentration of the red phosphor varying
from 1% to 5 %. In addition, the coefficient of 555 nm has the highest increase in comparison with others.
On the same way, the reduced scattering coefficients of 453 nm, 55nm, and 680 nm have a considerable
increase while the concentration of the red phosphor varying from 1% to 5 %. All 453 nm, 55nm, and 680
nm reduced scattering coefficients increase in the same direction with each other as shown in Figure 3. From
that point of view, it is observed that the scattering process in the phosphor layer of the 6600K ICP-WLEDs
can be controlled by varying the concentration of the red phosphor.
Figure 2. Scattering coefficients Figure 3 Reduced scattering coefficient
 ISSN: 2088-8694
Int J Pow Elec & Dri Syst, Vol. 10, No. 2, June 2019 : 1059 – 1063
1062
Moreover, the CCT-D and LO versus the red phosphor particles’ concentration are illustrated in
Figure 4 and 5. In this analysis, the concentration of the red phosphor is controlled from 0% to 1.8%. From
the research results, we can see that the CCT-D has a huge decrease and the LO has a massive increase with
increasing the concentration of the red phosphor. When the concentration of the red phosphor from 0% to
1.8%, CCT-D decreases from 4000K to 2200K and LO increase from 800lm to 1300 lm. It can be observed
that we can improve the CCT-D and LO of the 6600K ICP-WLEDs by controlling the concentration of the
red phosphor particles.
Figure 4. CCT-D versus Wt.% Figure 5. LO versus Wt. %
4. CONCLUSION
In this research, a novel recommendation for improving CCT-D and LO of the 6600K ICP-WLEDs
by varying its particle concentration is considered. By using Light Tools and Mat lab software based on the
Mie Theory, we derive the influence of the red phosphor particle’s concentration on the D-CCT and LO. The
results show that the CCT-D are significantly affected when the concentration of the red phosphor varying
from 0% to 1.8%. The CCT-D decreases from 4000K to 2200K and LO increases from 800 lm to 1300 lm.
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Improving CCT-D and LO of the 6600K ICP-WLEDs by K2SiF6:Mn4+ Phosphor

  • 1. International Journal of Power Electronics and Drive System (IJPEDS) Vol. 10, No. 2, June 2019, pp. 1059~1063 ISSN: 2088-8694, DOI: 10.11591/ijpeds.v10.i2.pp1059-1063  1059 Journal homepage: http://iaescore.com/journals/index.php/IJPEDS Improving CCT-D and LO of the 6600K ICP-WLEDs by K2SiF6:Mn4+ phosphor Phu Tran Tin1 , Le Anh Vu2 , Minh Tran3 , Nguyen Huu Khanh Nhan4 , Tran Thanh Trang5 1 Faculty of Electronics Technology, Industrial University of Ho Chi Minh City, Vietnam 2,3,4 Optoelectronics Research Group, Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam 5 Faculty of Engineering and Technology, Van Hien University, 665-667-669 Dien Bien Phu, Ho Chi Minh City, Vietnam Article Info ABSTRACT Article history: Received Oct 24, 2018 Revised Dec 15, 2018 Accepted Jan 22, 2019 In this research, we propose a novel recommendation for improving CCT-D and lumen output (LO) of the 6600K in-cup packaging white LEDs (ICP- WLEDs) by varying its particle concentration. By using Light Tools and Mat lab software based on the Mie Theory, we derive the influence of the red phosphor particle’s concentration on the D-CCT and LO. The results show that the CCT-D are significantly affected when the concentration of the red phosphor varying from 0% to 1.8%. The CCT-D decreases from 4000K to 2200K and LO increases from 800 lm to 1300 lm. Keywords: D-CCT IPC-WLEDs LO Red K2SiF6:Mn4+ phosphor Copyright © 2019 Institute of Advanced Engineering and Science. All rights reserved. Corresponding Author: Le Anh Vu, Optoelectronics Research Group, Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam Email: leanhvu@tdtu.edu.vn 1. INTRODUCTION From the first invented light emitting diodes (LEDs) by H. J. Round in 1907, LEDs is considered as the future lighting generation. After Nick Holonyak invented the LEDs in 1962, LEDs was focused more and more attention by the researchers around the world. LEDs with high brightness and blue light was proposed in 1995, which made it possible to use LEDs for general lighting in industrial and civil purpose. Nowadays, LEDs is considered as the fourth lighting generation technology in competition with the traditional incandescent and (compact) fluorescent lamps and can be replaced with the old ones in our time because they have excellent advantages such as low electric consumption, high brightness, long lifetime, small size, robustness, fast switching, and environment-friendly characters [1-4]. From many types of research in this field, we can see that material and packaging is the leading research direction on improving the optical performance of the LEDs [5-7]. Authors in [8] stated that not only method packaging but also concentration, size, and thickness of the phosphor layer is the main effect factor on the luminous efficacy and color qualities of the white LEDs. Such as, [9] considered the effects of phosphor thickness and concentration on LEDs luminous flux and correlated color temperature by the experimental method. In [10], the effect of phosphor location on the spatial color distribution was demonstrated. In this trend, authors in [11-12] investigated the effect of the red-emitting phosphor on the lighting performance and optical properties of the white LEDs. For extending the research in [13], this paper investigated the influence of the red phosphor concentration on the color correlated temperature deviation (CCT-D) and lumen output (LO) of the white LEDs.
  • 2.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 2, June 2019 : 1059 – 1063 1060 As rare-earth-free alternatives, the manganese-based phosphors K2SiF6:Mn4+ has d-d transitions, which are partially spin-allowed for Mn4+. Upon incorporation in the host compound, Mn4+ is the preferred valence state for LED applications, due to better excitation properties and narrower emission bands. In K2SiF6:Mn4+, the Intra configurational 3d3 transitions of the Mn4+ ion are responsible for the luminescence, yielding narrow line emission. Furthermore, K2SiF6:Mn4+ has the relatively high values of the color quality scale (CQS), color purity and absorption strength. The specific red line emission is seen in K2SiF6:Mn4+ around 630 nm is caused by 3d3–3d3 transitions in Mn4+.The 3d3 electron configuration of Mn4+ results in 120 possible distributions of the three electrons over the ten available single-particle states of the 3d shell. The electronic Coulomb repulsion gives rise to a splitting of the 120-fold degenerate configuration in eight LS terms that can be found for the free Mn4+ ion, the magnitude of this splitting is characterized by the Racah parameters B and C [13-14]. This red phosphor can be considered as the prospective candidate for improving color quality of the white LEDs. In this research, the red-emitting K2SiF6:Mn4+ conversion phosphor is considered as a novel recommendation for increasing the CCT-D and LO of the 6600K in-cup packaging white LEDs (ICP- WLEDs). The effect of the red-emitting K2SiF6:Mn4+ conversion phosphor is investigated based on Mie Theory with helping of the Mat Lab and Light Tools software. The research results show that the CCT deviation (CCT-D), lumen output (LO) has been remarkably affected while the concentration of the red- emitting K2SiF6:Mn4+ conversion phosphor’s particle varies. Finally, the red-emitting K2SiF6:Mn4+ conversion phosphor can be considered as a novel recommendation for WLEDs manufacturing. The main contributions of this manuscript can be summarized as the followings: a. The physical model and mathematical description of the ICP-WLEDs is conducted and formulated by Mat Lab and Light Tools software based on Mie Theory. b. The scattering process in the phosphor layer of the ICP-WLEDs is investigated. c. The CCT-D and LO are analyzed and discussed in connection with varying the concentration of the red phosphor particles. 2. RESEARCH METHOD In this research, we use the real model of WLEDs as shown in Figure 1(a) for simulating the physical model of ICP-WLEDs as shown in Figure 1(b). In this simulation model, we set the main parameters of the 6600K CP-WLEDs as; a. The depth, the inner and outer radius of the reflector to 2.07 mm, 8 mm and 9.85 mm, respectively. b. LEDs chips are covered with a fixed thickness of 0.08 mm and 2.07 mm. c. Each blue chip has a dimension of 1.14 mm by 0.15mm, the radiant flux of 1.16 W, and the peak wavelength of 453 nm as shown in Figure 1(b) [11-13]. (a) (b) Figure 1. (a) The WLEDs product of the Siliconware Precision Industries Co., Ltd.,Taiwan, (b) ICP-WLEDs For demonstrating the influence of the red phosphor’s concentration on the CCT-D and LO, we can simulate the scattering and reduced scattering processes inside the phosphor layer of the 6600K ICP-WLEDs based on the Mie-scattering [15-20]. The below expressions can compute the scattering coefficient μsca(λ) (mm-1), and reduced scattering coefficient δsca(λ) (mm-1).
  • 3. Int J Pow Elec & Dri Syst ISSN: 2088-8694  Improving CCT-D and LO of the 6600K ICP-WLEDs by K2SiF6:Mn4+ phosphor (Phu Tran Tin) 1061 ( ) ( ) ( , ) sca sca N r C r dr      (1) (1 ) sca sca g     (2) In these equations, N(r) indicates the distribution density of diffusional particles (mm3 ). Csca is the scattering cross sections (mm2 ), λ is the light wavelength (nm), r is the radius of diffusional particles (µm),. Moreover, N(r) can be calculated by: ( ) ( ) ( ) .[ ( ) ( )] dif phos N dif phos N r N r N r K f r f r     (3) N(r) is composed of the diffusive particle number density Ndif(r) and the phosphor particle number density Nphos(r). In these equations, fdif(r) and fphos(r) are the size distribution function data of the diffusor and phosphor particle. Here KN is the number of the unit diffusor for one diffuser concentration and can be calculated by the following equation: ( ) N c K M r dr   (4) Where M(r) is the mass distribution of the unit diffuser and can be proposed by the below equation: 3 4 ( ) [ ( ) ( )] 3 dif dif phos phos M r r f r f r      (5) Here ρdiff(r) and ρphos(r) are the density of diffuser and phosphor crystal. 3. RESULTS AND DISCUSSION In this section, the influence of the red phosphor particles’ concentration on the scattering process inner the phosphor layer of the 6600K ICP-WLEDs is investigated using Mat Lab software in the first stage. After that, the CCT-D and LO of the 6600K ICP-WLEDs are analyzed and discussed in connection with varying the concentration of the red phosphor from 0% to 1.8%. The scattering and reduced scattering processes inner phosphor layer are drawn in Figure 2 and 3. Figure 2 indicates that the scattering coefficient of 453 nm, 55nm, and 680 nm significantly increase while the concentration of the red phosphor varying from 1% to 5 %. In addition, the coefficient of 555 nm has the highest increase in comparison with others. On the same way, the reduced scattering coefficients of 453 nm, 55nm, and 680 nm have a considerable increase while the concentration of the red phosphor varying from 1% to 5 %. All 453 nm, 55nm, and 680 nm reduced scattering coefficients increase in the same direction with each other as shown in Figure 3. From that point of view, it is observed that the scattering process in the phosphor layer of the 6600K ICP-WLEDs can be controlled by varying the concentration of the red phosphor. Figure 2. Scattering coefficients Figure 3 Reduced scattering coefficient
  • 4.  ISSN: 2088-8694 Int J Pow Elec & Dri Syst, Vol. 10, No. 2, June 2019 : 1059 – 1063 1062 Moreover, the CCT-D and LO versus the red phosphor particles’ concentration are illustrated in Figure 4 and 5. In this analysis, the concentration of the red phosphor is controlled from 0% to 1.8%. From the research results, we can see that the CCT-D has a huge decrease and the LO has a massive increase with increasing the concentration of the red phosphor. When the concentration of the red phosphor from 0% to 1.8%, CCT-D decreases from 4000K to 2200K and LO increase from 800lm to 1300 lm. It can be observed that we can improve the CCT-D and LO of the 6600K ICP-WLEDs by controlling the concentration of the red phosphor particles. Figure 4. CCT-D versus Wt.% Figure 5. LO versus Wt. % 4. CONCLUSION In this research, a novel recommendation for improving CCT-D and LO of the 6600K ICP-WLEDs by varying its particle concentration is considered. By using Light Tools and Mat lab software based on the Mie Theory, we derive the influence of the red phosphor particle’s concentration on the D-CCT and LO. The results show that the CCT-D are significantly affected when the concentration of the red phosphor varying from 0% to 1.8%. The CCT-D decreases from 4000K to 2200K and LO increases from 800 lm to 1300 lm. REFERENCES [1] Sheng Liu Xiaobing Luo. “LED Packaging for Lighting Applications”, Design of LED Packaging Applications, 215–315. 20 July 2011 doi:10.1002/9780470827857.ch6. [2] Gibney, Elizabeth. “Nobel for Blue LED That Revolutionized Lighting.” Nature. Vol. 514 No. 7521, pp. 152–153. 2014. doi:10.1038/514152a. [3] Luo, Xiaobing, Run Hu, Sheng Liu, and Kai Wang. “Heat and Fluid Flow in High-Power LED Packaging and Applications.” Progress in Energy and Combustion Science, Vol 56, pp. 1–32. 2016. doi:10.1016/j.pecs.2016.05.003. [4] Winkler, Holger, Quang Trinh, Peter Bodrogi, and Tran Quoc Khanh. LED Lighting:Technology and Perception. Weinheim: Wiley-VCH, 2015. [5] Smet, P. F., Parmentier, A. B., & Poelman, D. “Selecting Conversion Phosphors for White Light-Emitting Diodes”. Journal of the Electrochemical Society, vol 158, no 6, 2011. doi:10.1149/1.3568524 [6] Y. Shuai, Y. He, N. T. Tran and F. G. Shi, "Angular CCT Uniformity of Phosphor Converted White LEDs: Effects of Phosphor Materials and Packaging Structures," in IEEE Photonics Technology Letters, vol. 23, no. 3, pp. 137- 139, Feb.1, 2011. [7] Z. Liu, S. Liu, K. Wang and X. Luo, "Optical Analysis of Color Distribution in White LEDs With Various Packaging Methods," in IEEE Photonics Technology Letters, vol. 20, no. 24, pp. 2027-2029, Dec.15, 2008. [8] Liu, Zongyuan, Sheng Liu, Kai Wang, and Xiaobing Luo. “Effects of Phosphor’s Location on LED Packaging Performance.” 2008 International Conference on Electronic Packaging Technology & High Density Packaging, 2008. doi:10.1109/icept.2008.4606982. [9] Tran, Nguyen T., and Frank G. Shi. “Studies of Phosphor Concentration and Thickness for Phosphor-Based White Light-Emitting-Diodes.” Journal of Lightwave Technology, Vol 26, no. 21, pp. 3556–3559, 2008. doi:10.1109/jlt.2008.917087. [10] Liu, Zongyuan, Sheng Liu, Kai Wang, and Xiaobing Luo. “Effects of Phosphor’s Location on LED Packaging Performance.” 2008 International Conference on Electronic Packaging Technology & High Density Packaging. 2008. doi:10.1109/icept.2008.4606982. [11] Minh, Tran Hoang Quang, Nguyen Huu Khanh Nhan, Nguyen Doan Quoc Anh, and Hsiao-Yi Lee. “Red-Emitting α-SrOꞏ3B2O3:Sm2 Phosphor: an Innovative Application for Increasing Color Quality and Luminous Flux of Remote Phosphor White LEDs.” Journal of the Chinese Institute of Engineers, Vol 40, no. 4, pp. 313–317, 2017. doi:10.1080/02533839.2017.1318720.
  • 5. Int J Pow Elec & Dri Syst ISSN: 2088-8694  Improving CCT-D and LO of the 6600K ICP-WLEDs by K2SiF6:Mn4+ phosphor (Phu Tran Tin) 1063 [12] Anh, Nguyen Doan Quoc, Hsiao-Yi Lee, Tran Thanh Phuong, Nguyen Huu Khanh Nhan, Tran Hoang Quang Minh, and Truong Huu Ly. “Y2O3:Eu3 Phosphor: a Novel Solution for an Increase in Color Rendering Index of Multi-Chip White LED Packages.” Journal of the Chinese Institute of Engineers, vol. 40, no. 3, pp. 228–234, 2017. doi:10.1080/02533839.2017.1299592. [13] Tin, Phu Tran, Nguyen Huu Khanh Nhan, and Tran Hoang Quang Minh. "Increasing the Color Quality of the 7000K Conformal Packaging MCW-LEDs by Varied Red-emitting K2SiF6:Mn4 Conversion Phosphor’s Size." Cogent Engineering, vol. 4, no. 1, 2017. doi:10.1080/23311916.2017.1404718. [14] Sijbom, H. F., Verstraete, R., Joos, J. J., Poelman, D., & Smet, P. F. “K_2SiF_6:Mn^4 as a red phosphor for displays and warm-white LEDs: A review of properties and perspectives”. Optical Materials Express, vol 7, no. 9, pp.3332, 2017. doi:10.1364/ome.7.003332 [15] Michael Quinten Optical Properties of Nanoparticle Systems. “Beyond Mie's Theory II - The Generalized Mie Theory,” 317–339, 2011. doi:10.1002/9783527633135.ch10. [16] Frisvad, Jeppe Revall, Niels Jørgen Christensen, and Henrik Wann Jensen. “Predicting the Appearance of Materials Using Lorenz–Mie Theory.” The Mie Theory Springer Series in Optical Sciences, pp. 101–133, 2012. doi:10.1007/978-3-642-28738-1_4. [17] Mackowski, Daniel. “The Extension of Mie Theory to Multiple Spheres.” The Mie Theory Springer Series in Optical Sciences, pp. 223–256, 2012. doi:10.1007/978-3-642-28738-1_8. [18] Wriedt, Thomas. 2012. “Mie Theory: A Review.” The Mie Theory Springer Series in Optical Sciences, 53–71. doi:10.1007/978-3-642-28738-1_2. [19] K. Pan, et al., “Study on Reliability and Lifetime Prediction of High Power LEDs,” Indonesian Journal of Electrical Engineering and Computer Science (IJEECS), Vol 12, no. 2, pp. 1132-1142, February 2014. [20] Peng H. Y., et al., “Red (SrCa)AlSiN3: Eu2+ Nitride Phosphor Particle Size of Phosphor Converted Warm White LEDs,” Indonesian Journal of Electrical Engineering and Computer Science (IJEECS). vol 12, no 7, pp.5211- 5216, July 2014.